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Top 5 belief-propagation open source projects

Linear Gaussian Bayesian Networks - Inference, Parameter Learning and Representation. 🖧

✭ 25

python bayesian-network graphical-models message-passing belief-propagation gaussian-graphical-models linear-gaussian-networks gaussian-bayesian-networks gaussian-belief-propagation gabp

Comparison-of-Disparity-Estimation-Algorithms

Implementation of simple block matching, block matching with dynamic programming and Stereo Matching using Belief Propagation algorithm for stereo disparity estimation

✭ 46

matlab image-processing disparity-map belief-propagation stereo-vision

FactorGraph.jl

The FactorGraph package provides the set of different functions to perform inference over the factor graph with continuous or discrete random variables using the belief propagation algorithm.

✭ 17

julia dynamical-systems linear-systems kahan-summation state-estimation message-passing sum-product belief-propagation gaussian-distribution tree-graph factor-graph loopy-belief-propagation noisy-data fast-algorithm random-variables ill-conditioned inference-algorithms forward-backward-algorithm aging-model

Belief-Propagation

Overview and implementation of Belief Propagation and Loopy Belief Propagation algorithms: sum-product, max-product, max-sum

✭ 85

Jupyter Notebook HTML graph-algorithms graphical-models message-passing sum-product belief-propagation factor-graph loopy-belief-propagation max-product

fglib

factor graph library

✭ 53

python message-passing sum-product belief-propagation factor-graph

1-5 of 5 belief-propagation projects